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THE NEUROFUNKEN BLOG

Think openly.
Share what we learn.

Perspectives on software, Linux, AI, and the digital work ahead — with a clear position, traceable sources, and ideas grounded in daily work.

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8 articles

Application versions A and B share a database across three transition phases.neurofunken / ideas

A software update needs a transition phase.

New application, existing database: how you plan changes in stages, account for old versions, and recognise the limits of a rollback.

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A website turning into a workflow of steps someone completes at a laptop.neurofunken / ideas

Your company website can take work off your hands — if it gets a job.

A customer portal pays off when people can complete the same process there reliably. How you find the entry point and clarify rights, interaction, and operations before you build.

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Server room with an open exit door, backup boxes, and a completed restore checklist.neurofunken / ideas

Open source without a tested exit is only a good feeling.

Licence freedom alone does not make you independent. Only exports, complete backups, and a dry run with clear acceptance criteria make an operator change plannable.

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Filing cabinet and server with revisions, sync in between, and an error ticket for human review.neurofunken / ideas

Changing a field is easy. Keeping the context is the work.

Website, editorial, and line-of-business systems share data — but not the same ownership. How you plan leading systems, revisions, and error paths so integrations stay dependable.

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Open Linux workplace with browser and terminal on the monitor — chosen deliberately, not by default.neurofunken / ideas

Windows by default? Omarchy asks the better question.

The standard workplace deserves a reason. Omarchy shows what an open Linux desktop can look like — and how you check whether a switch makes sense.

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Desk with a named task on a sticky note, measuring tape, and checklist — AI needs a clear job first.neurofunken / ideas

AI only helps once the task has a name.

The first useful AI use case does not start with the model. It starts with a recurring work step you can measure. Optimistic — with a tape measure.

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Laptop with a questionable code suggestion beside printed code a hand is reviewing and correcting.neurofunken / ideas

AI writes code. You keep the responsibility.

Generated code often looks finished. Quality arrives only through understandable changes, independent checks, and someone who can justify taking the change.

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Three doorways: handing over papers, handing over a key, then meeting at a desk — transitions in people work.neurofunken / workshop

palmscout: work starts before the contract is signed.

A workshop note on the product vision. palmscout connects recruiting, HR, and staffing — and is judged at concrete handoffs between people, not by feature lists.

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Blog · Open source, software & digital work · neurofunken